Data Management Courses

Microcredential

Data Structures and Algorithms

6 reviews

Gain practical experience with 100+ data structures and algorithm exercises, guided by a dedicated mentor to prepare for interviews and real-world programming challenges.

• Udacity
• 47 hours
• On-Demand
• Paid Course

Microcredential

Data Engineering with AWS

7 reviews

Learn to design data models, build warehouses and lakes, automate pipelines, and work with massive datasets using AWS. Gain practical skills in ETL, PostgreSQL, Cassandra, Spark, and Airflow.

• Udacity
• 39 hours
• On-Demand
• Paid Course

Microcredential

Supply Chain Management

Comprehensive program covering analytics, design, technology, and dynamics of supply chain management. Gain expertise through innovative online learning and earn a professional, graduate-level foundation from MIT.

• edX
• 70 weeks, 7-11 hours a week
• On-Demand
• $1,694.00
• 6 courses

Microcredential

Statistics and Data Science

Comprehensive program covering probability, statistics, data analysis, and machine learning, providing hands-on training for aspiring data scientists through rigorous MIT-quality coursework.

• edX
• 56 weeks, 10-14 hours a week
• On-Demand
• $1,500.00
• 2 courses

Mathematics of Big Data and Machine Learning, IAP 2020

Explore artificial intelligence and machine learning with a focus on data handling challenges, covering topics from associative arrays to bio sequence cross-correlation and Kronecker graphs.

• YouTube
• 14 hours
• On-Demand
• Free Video

Data Augmentation for Image-Based Reinforcement Learning

Explores data augmentation techniques for image-based reinforcement learning, presenting a model-free algorithm and a self-supervised framework for visual continuous control tasks, achieving state-of-the-art results.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Microcredential

Statistics and Data Science (General Track)

Master data science fundamentals with MIT's program covering probability, machine learning, statistics, and data analysis, preparing you to solve complex challenges and drive decision-making across industries.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Methods Track)

Master advanced statistical methods and data science techniques for rigorous analysis, informed decision-making, and evidence-based practices across industries with MIT's comprehensive program.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Social Sciences Track)

Master data science for social sciences with MIT's program covering probability, machine learning, statistics, and data analysis to solve complex social, economic, and policy challenges.

• edX
• On-Demand
• $1,500.00
• 3 courses

Microcredential

Statistics and Data Science (Time Series and Social Sciences Track)

Master time series analysis with interventions for social sciences, economics, and policy-making. Analyze temporal data to drive informed decisions and formulate effective policies.

• edX
• On-Demand
• $1,500.00
• 3 courses

Collaborative Data Science for Healthcare

Explore data science principles, electronic health records analysis, and AI/ML applications to improve population health through collaborative healthcare analytics.

• MITx Online
• On-Demand
• Free Online Course

Understanding the World Through Data

Discover how to leverage data and basic machine learning algorithms using Python to explore relationships, distributions, and classification models for real-world insights.

• MITx Online
• 9 weeks, 3-6 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics I

Explore realistic physics research examples using computational methods to analyze LIGO data, detect gravitational waves, and fit signals within physical models using Jupyter notebooks.

• MITx Online
• 6 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Computational Data Science in Physics II

Master computational methods for physics research, including hypothesis testing, semi-parametric methods, deep learning, and analyzing LHC data to measure W and Z boson properties.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course